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fa-fw"></i></a></div></div></nav><div id="post-info"><h1 class="post-title">强化学习类论文常用表达</h1><div id="post-meta"><div class="meta-firstline"><span class="post-meta-date"><i class="far fa-calendar-alt fa-fw post-meta-icon"></i><span class="post-meta-label">发表于</span><time class="post-meta-date-created" datetime="2020-09-13T06:13:47.000Z" title="发表于 2020-09-13 14:13:47">2020-09-13</time><span class="post-meta-separator">|</span><i class="fas fa-history fa-fw post-meta-icon"></i><span class="post-meta-label">更新于</span><time class="post-meta-date-updated" datetime="2021-08-14T04:39:34.291Z" title="更新于 2021-08-14 12:39:34">2021-08-14</time></span><span class="post-meta-categories"><span class="post-meta-separator">|</span><i class="fas fa-inbox fa-fw post-meta-icon"></i><a class="post-meta-categories" href="/categories/%E6%9D%82%E6%96%87/">杂文</a></span></div><div class="meta-secondline"><span class="post-meta-separator">|</span><span class="post-meta-pv-cv"><i class="far fa-eye fa-fw post-meta-icon"></i><span class="post-meta-label">阅读量:</span><span id="busuanzi_value_page_pv"></span></span><span class="post-meta-separator">|</span><span class="post-meta-commentcount"><i class="far fa-comments fa-fw post-meta-icon"></i><span class="post-meta-label">评论数:</span><a href="/ML/RL/papers_read/RL_papers_word/#post-comment"><span id="twikoo-count"></span></a></span></div></div></div></header><main class="layout" id="content-inner"><div id="post"><article class="post-content" id="article-container"><p>由于自己英文实在是差, 所以把一些经常在论文里见到的却不太认得的表达记下来. 许多数学概念都有维基百科的相关链接, 要进去得 FQ , 如果你的浏览器可以装插件, 建议使用<a target="_blank" rel="noopener" href="https://a.newday.me/">集装箱</a>.</p>
<table>
<thead>
<tr>
<th align="center">表达</th>
<th align="center">词性</th>
<th align="center">意义</th>
</tr>
</thead>
<tbody><tr>
<td align="center"><a target="_blank" rel="noopener" href="https://zh.wikipedia.org/zh-hans/%E6%A6%82%E7%8E%87%E5%88%86%E5%B8%83">probability distribution</a></td>
<td align="center">n.</td>
<td align="center">概率分布</td>
</tr>
<tr>
<td align="center">discounted</td>
<td align="center">adj.</td>
<td align="center">有折扣的</td>
</tr>
<tr>
<td align="center">finite</td>
<td align="center">n.</td>
<td align="center">有限的</td>
</tr>
<tr>
<td align="center">infinite-horizon</td>
<td align="center">n.</td>
<td align="center">无限时间跨度</td>
</tr>
<tr>
<td align="center">factor</td>
<td align="center">n.</td>
<td align="center">因子</td>
</tr>
<tr>
<td align="center">denote</td>
<td align="center">v.</td>
<td align="center">表示</td>
</tr>
<tr>
<td align="center">stochastic</td>
<td align="center">adj.</td>
<td align="center">随机的</td>
</tr>
<tr>
<td align="center">standard definitions</td>
<td align="center">n.</td>
<td align="center">标准定义</td>
</tr>
<tr>
<td align="center">unnormalized</td>
<td align="center">adj.</td>
<td align="center">非规范的</td>
</tr>
<tr>
<td align="center">frequency</td>
<td align="center">n.</td>
<td align="center">频率</td>
</tr>
<tr>
<td align="center">notation</td>
<td align="center">n.</td>
<td align="center">符号</td>
</tr>
<tr>
<td align="center">imply</td>
<td align="center">v.</td>
<td align="center">暗示</td>
</tr>
<tr>
<td align="center">nonnegative</td>
<td align="center">adj.</td>
<td align="center">非负的</td>
</tr>
<tr>
<td align="center">guarantee</td>
<td align="center">v.</td>
<td align="center">保证</td>
</tr>
<tr>
<td align="center">constant</td>
<td align="center">adj.</td>
<td align="center">不变的</td>
</tr>
<tr>
<td align="center">deterministic</td>
<td align="center">adj.</td>
<td align="center">决定性</td>
</tr>
<tr>
<td align="center">nonzero</td>
<td align="center">adj.</td>
<td align="center">非零的</td>
</tr>
<tr>
<td align="center">algorithm</td>
<td align="center">n.</td>
<td align="center">算法</td>
</tr>
<tr>
<td align="center"><a target="_blank" rel="noopener" href="https://zh.wikipedia.org/zh-cn/%E6%A5%B5%E9%99%90_%28%E6%95%B8%E5%88%97%29">converge</a></td>
<td align="center">v.</td>
<td align="center">收敛</td>
</tr>
<tr>
<td align="center">dependency</td>
<td align="center">n.</td>
<td align="center">依赖性</td>
</tr>
<tr>
<td align="center">sufficiently</td>
<td align="center">adv.</td>
<td align="center">充分地</td>
</tr>
<tr>
<td align="center">scheme</td>
<td align="center">n.</td>
<td align="center">方案</td>
</tr>
<tr>
<td align="center">mixture</td>
<td align="center">n.</td>
<td align="center">结合体</td>
</tr>
<tr>
<td align="center">derive</td>
<td align="center">n.</td>
<td align="center">推导</td>
</tr>
<tr>
<td align="center">modify</td>
<td align="center">v.</td>
<td align="center">改良</td>
</tr>
<tr>
<td align="center">restrictive</td>
<td align="center">adj.</td>
<td align="center">限制的</td>
</tr>
<tr>
<td align="center">stochastic</td>
<td align="center">adj.</td>
<td align="center">随机的</td>
</tr>
<tr>
<td align="center">typically</td>
<td align="center">adv.</td>
<td align="center">通常</td>
</tr>
<tr>
<td align="center"><a target="_blank" rel="noopener" href="https://zh.wikipedia.org/zh-hans/%E5%8F%AF%E5%BE%AE%E5%87%BD%E6%95%B0">differentiable function</a></td>
<td align="center">n.</td>
<td align="center">可微函数</td>
</tr>
<tr>
<td align="center">monotonic</td>
<td align="center">adj.</td>
<td align="center">单调的</td>
</tr>
<tr>
<td align="center">conservative</td>
<td align="center">adj.</td>
<td align="center">保守的</td>
</tr>
<tr>
<td align="center">crucial</td>
<td align="center">adj.</td>
<td align="center">至关重要的</td>
</tr>
<tr>
<td align="center">variation</td>
<td align="center">n.</td>
<td align="center">变化</td>
</tr>
<tr>
<td align="center"><a target="_blank" rel="noopener" href="https://zh.wikipedia.org/zh-hans/%E6%95%A3%E5%BA%A6">divergence</a></td>
<td align="center">n.</td>
<td align="center">散度</td>
</tr>
<tr>
<td align="center">discrete</td>
<td align="center">adj.</td>
<td align="center">离散的</td>
</tr>
<tr>
<td align="center">theorem</td>
<td align="center">n.</td>
<td align="center">定理</td>
</tr>
<tr>
<td align="center">bound</td>
<td align="center">n.</td>
<td align="center">边界, 范围</td>
</tr>
<tr>
<td align="center">appendix</td>
<td align="center">n.</td>
<td align="center">附录</td>
</tr>
<tr>
<td align="center"><a target="_blank" rel="noopener" href="https://zh.wikipedia.org/wiki/%E8%80%A6%E5%90%88_%28%E6%A6%82%E7%8E%87%29">couple</a></td>
<td align="center">v.</td>
<td align="center">耦合</td>
</tr>
<tr>
<td align="center"><a target="_blank" rel="noopener" href="https://zh.wikipedia.org/zh-hans/%E6%91%84%E5%8A%A8%E7%90%86%E8%AE%BA">perturbation theory</a></td>
<td align="center">n.</td>
<td align="center">摄动理论</td>
</tr>
<tr>
<td align="center">evaluation</td>
<td align="center">n.</td>
<td align="center">评估</td>
</tr>
<tr>
<td align="center">evaluate</td>
<td align="center">v.</td>
<td align="center">对…评价</td>
</tr>
<tr>
<td align="center">constrained</td>
<td align="center">adj.</td>
<td align="center">有约束的</td>
</tr>
<tr>
<td align="center">terminology</td>
<td align="center">n.</td>
<td align="center">术语</td>
</tr>
<tr>
<td align="center">surrogate</td>
<td align="center">adj.</td>
<td align="center">替代的</td>
</tr>
<tr>
<td align="center">descent</td>
<td align="center">n.</td>
<td align="center">下降</td>
</tr>
<tr>
<td align="center">approximation</td>
<td align="center">n.</td>
<td align="center">近似值</td>
</tr>
<tr>
<td align="center">parameterized</td>
<td align="center">adj.</td>
<td align="center">参数化的</td>
</tr>
<tr>
<td align="center">parameterization</td>
<td align="center">n.</td>
<td align="center">参数</td>
</tr>
<tr>
<td align="center">practical</td>
<td align="center">adj.</td>
<td align="center">可行的</td>
</tr>
<tr>
<td align="center">foundation</td>
<td align="center">n.</td>
<td align="center">基础</td>
</tr>
<tr>
<td align="center">arbitrary</td>
<td align="center">adj.</td>
<td align="center">任意的</td>
</tr>
<tr>
<td align="center">overload</td>
<td align="center">v.</td>
<td align="center">重载</td>
</tr>
<tr>
<td align="center">preceding</td>
<td align="center">adj.</td>
<td align="center">上述的</td>
</tr>
<tr>
<td align="center">equality</td>
<td align="center">n.</td>
<td align="center">等式</td>
</tr>
<tr>
<td align="center">penalty coefficient</td>
<td align="center">n.</td>
<td align="center">惩罚系数</td>
</tr>
<tr>
<td align="center">robust</td>
<td align="center">adj.</td>
<td align="center">强健的</td>
</tr>
<tr>
<td align="center">constraint</td>
<td align="center">n.</td>
<td align="center">约束</td>
</tr>
<tr>
<td align="center">impose</td>
<td align="center">v.</td>
<td align="center">施加</td>
</tr>
<tr>
<td align="center">motivate</td>
<td align="center">v.</td>
<td align="center">激励</td>
</tr>
<tr>
<td align="center">impractical</td>
<td align="center">adj.</td>
<td align="center">不明智的</td>
</tr>
<tr>
<td align="center">heuristic</td>
<td align="center">adj.</td>
<td align="center">启发式</td>
</tr>
<tr>
<td align="center">perspective</td>
<td align="center">n.</td>
<td align="center">观点</td>
</tr>
<tr>
<td align="center">demonstrate</td>
<td align="center">v.</td>
<td align="center">表明; 证明</td>
</tr>
<tr>
<td align="center"><a target="_blank" rel="noopener" href="https://zh.wikipedia.org/zh-cn/%E5%8D%B7%E7%A7%AF%E7%A5%9E%E7%BB%8F%E7%BD%91%E7%BB%9C">convolutional neural network</a></td>
<td align="center">n.</td>
<td align="center">卷积神经网络</td>
</tr>
</tbody></table>
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